Pandas Profiling Report

Dataset statistics

Number of variables	30
Number of observations	33147
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	7.6 MiB
Average record size in memory	240.0 B

Variable types

Categorical	7
Numeric	23

Warnings

`name` has a high cardinality: 33114 distinct values	High cardinality
`venture` is highly correlated with `round_B` and 6 other fields	High correlation
`round_B` is highly correlated with `venture` and 1 other fields	High correlation
`round_C` is highly correlated with `venture` and 1 other fields	High correlation
`round_D` is highly correlated with `venture` and 1 other fields	High correlation
`round_E` is highly correlated with `venture` and 1 other fields	High correlation
`round_G` is highly correlated with `round_H`	High correlation
`round_H` is highly correlated with `round_G`	High correlation
`total_disclosed_venture_funding` is highly correlated with `venture` and 6 other fields	High correlation
`Cluster_NO_PCA` is highly correlated with `venture` and 4 other fields	High correlation
`kmean_NO_PCA` is highly correlated with `venture` and 4 other fields	High correlation
`ClusterWITH_PCA` is highly correlated with `Cluster_NO_PCA` and 2 other fields	High correlation
`kmean_WITH_PCA` is highly correlated with `Cluster_NO_PCA` and 2 other fields	High correlation
`funding_rounds` is highly correlated with `venture` and 1 other fields	High correlation
`venture` is highly correlated with `funding_rounds` and 3 other fields	High correlation
`round_A` is highly correlated with `venture` and 1 other fields	High correlation
`round_B` is highly correlated with `venture` and 1 other fields	High correlation
`round_C` is highly correlated with `Cluster_NO_PCA` and 1 other fields	High correlation
`total_disclosed_venture_funding` is highly correlated with `funding_rounds` and 3 other fields	High correlation
`Cluster_NO_PCA` is highly correlated with `round_C` and 3 other fields	High correlation
`kmean_NO_PCA` is highly correlated with `round_C` and 3 other fields	High correlation
`ClusterWITH_PCA` is highly correlated with `Cluster_NO_PCA` and 2 other fields	High correlation
`kmean_WITH_PCA` is highly correlated with `Cluster_NO_PCA` and 2 other fields	High correlation
`market` is highly correlated with `status` and 23 other fields	High correlation
`status` is highly correlated with `market` and 23 other fields	High correlation
`funding_rounds` is highly correlated with `equity_crowdfunding` and 21 other fields	High correlation
`seed` is highly correlated with `equity_crowdfunding` and 22 other fields	High correlation
`venture` is highly correlated with `equity_crowdfunding` and 22 other fields	High correlation
`equity_crowdfunding` is highly correlated with `market` and 26 other fields	High correlation
`undisclosed` is highly correlated with `market` and 26 other fields	High correlation
`convertible_note` is highly correlated with `market` and 26 other fields	High correlation
`debt_financing` is highly correlated with `market` and 25 other fields	High correlation
`angel` is highly correlated with `market` and 26 other fields	High correlation
`grant` is highly correlated with `market` and 25 other fields	High correlation
`private_equity` is highly correlated with `market` and 26 other fields	High correlation
`post_ipo_equity` is highly correlated with `market` and 25 other fields	High correlation
`post_ipo_debt` is highly correlated with `market` and 26 other fields	High correlation
`secondary_market` is highly correlated with `market` and 25 other fields	High correlation
`product_crowdfunding` is highly correlated with `market` and 26 other fields	High correlation
`round_A` is highly correlated with `market` and 19 other fields	High correlation
`round_B` is highly correlated with `market` and 26 other fields	High correlation
`round_C` is highly correlated with `market` and 26 other fields	High correlation
`round_D` is highly correlated with `market` and 26 other fields	High correlation
`round_E` is highly correlated with `market` and 26 other fields	High correlation
`round_F` is highly correlated with `market` and 26 other fields	High correlation
`round_G` is highly correlated with `market` and 26 other fields	High correlation
`round_H` is highly correlated with `market` and 26 other fields	High correlation
`total_disclosed_venture_funding` is highly correlated with `venture` and 5 other fields	High correlation
`Cluster_NO_PCA` is highly correlated with `market` and 27 other fields	High correlation
`kmean_NO_PCA` is highly correlated with `market` and 27 other fields	High correlation
`ClusterWITH_PCA` is highly correlated with `market` and 27 other fields	High correlation
`kmean_WITH_PCA` is highly correlated with `market` and 27 other fields	High correlation
`venture` is highly correlated with `round_D` and 11 other fields	High correlation
`round_D` is highly correlated with `venture` and 6 other fields	High correlation
`round_G` is highly correlated with `venture` and 8 other fields	High correlation
`kmean_NO_PCA` is highly correlated with `venture` and 10 other fields	High correlation
`round_H` is highly correlated with `venture` and 3 other fields	High correlation
`post_ipo_debt` is highly correlated with `post_ipo_equity`	High correlation
`seed` is highly correlated with `product_crowdfunding`	High correlation
`round_E` is highly correlated with `venture` and 8 other fields	High correlation
`total_disclosed_venture_funding` is highly correlated with `venture` and 11 other fields	High correlation
`secondary_market` is highly correlated with `round_G`	High correlation
`ClusterWITH_PCA` is highly correlated with `venture` and 10 other fields	High correlation
`product_crowdfunding` is highly correlated with `seed`	High correlation
`round_B` is highly correlated with `venture` and 6 other fields	High correlation
`round_F` is highly correlated with `venture` and 6 other fields	High correlation
`round_C` is highly correlated with `venture` and 7 other fields	High correlation
`Cluster_NO_PCA` is highly correlated with `venture` and 10 other fields	High correlation
`kmean_WITH_PCA` is highly correlated with `venture` and 10 other fields	High correlation
`post_ipo_equity` is highly correlated with `post_ipo_debt`	High correlation
`Cluster_NO_PCA` is highly correlated with `ClusterWITH_PCA` and 2 other fields	High correlation
`ClusterWITH_PCA` is highly correlated with `Cluster_NO_PCA` and 2 other fields	High correlation
`kmean_NO_PCA` is highly correlated with `Cluster_NO_PCA` and 2 other fields	High correlation
`kmean_WITH_PCA` is highly correlated with `Cluster_NO_PCA` and 2 other fields	High correlation
`seed` is highly skewed (γ1 = 41.15012631)	Skewed
`venture` is highly skewed (γ1 = 22.85301651)	Skewed
`equity_crowdfunding` is highly skewed (γ1 = 60.98627495)	Skewed
`undisclosed` is highly skewed (γ1 = 63.09075926)	Skewed
`convertible_note` is highly skewed (γ1 = 169.7140714)	Skewed
`debt_financing` is highly skewed (γ1 = 175.879695)	Skewed
`angel` is highly skewed (γ1 = 23.44258673)	Skewed
`grant` is highly skewed (γ1 = 69.77439829)	Skewed
`private_equity` is highly skewed (γ1 = 49.38797699)	Skewed
`post_ipo_equity` is highly skewed (γ1 = 122.7492992)	Skewed
`post_ipo_debt` is highly skewed (γ1 = 102.1669249)	Skewed
`secondary_market` is highly skewed (γ1 = 109.3906662)	Skewed
`product_crowdfunding` is highly skewed (γ1 = 116.33056)	Skewed
`round_D` is highly skewed (γ1 = 54.86374714)	Skewed
`round_E` is highly skewed (γ1 = 28.35215798)	Skewed
`round_F` is highly skewed (γ1 = 90.23753602)	Skewed
`round_G` is highly skewed (γ1 = 128.2336611)	Skewed
`total_disclosed_venture_funding` is highly skewed (γ1 = 25.33427115)	Skewed
`name` is uniformly distributed	Uniform
`seed` has 23172 (69.9%) zeros	Zeros
`venture` has 16673 (50.3%) zeros	Zeros
`equity_crowdfunding` has 32718 (98.7%) zeros	Zeros
`undisclosed` has 32643 (98.5%) zeros	Zeros
`convertible_note` has 32707 (98.7%) zeros	Zeros
`debt_financing` has 29971 (90.4%) zeros	Zeros
`angel` has 30654 (92.5%) zeros	Zeros
`grant` has 32413 (97.8%) zeros	Zeros
`private_equity` has 32135 (96.9%) zeros	Zeros
`post_ipo_equity` has 32982 (99.5%) zeros	Zeros
`post_ipo_debt` has 33104 (99.9%) zeros	Zeros
`secondary_market` has 33132 (> 99.9%) zeros	Zeros
`product_crowdfunding` has 32999 (99.6%) zeros	Zeros
`round_A` has 26195 (79.0%) zeros	Zeros
`round_B` has 28688 (86.5%) zeros	Zeros
`round_C` has 30727 (92.7%) zeros	Zeros
`round_D` has 32024 (96.6%) zeros	Zeros
`round_E` has 32686 (98.6%) zeros	Zeros
`round_F` has 32991 (99.5%) zeros	Zeros
`round_G` has 33115 (99.9%) zeros	Zeros
`total_disclosed_venture_funding` has 7657 (23.1%) zeros	Zeros

Reproduction

Analysis started	2021-09-04 03:54:34.094034
Analysis finished	2021-09-04 04:04:35.194559
Duration	10 minutes and 1.1 second
Software version	pandas-profiling v3.0.0
Download configuration	config.json

name
Categorical

HIGH CARDINALITY
UNIFORM

Distinct	33114
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Memory size	259.1 KiB

Roost	3
Spire	3
Breeze	2
Cue	2
inMarket	2
Other values (33109)	33135

Length

Max length	59
Median length	10
Mean length	11.87823936
Min length	1

Characters and Unicode

Total characters	393728
Distinct characters	131
Distinct categories	17 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	33083 ?
Unique (%)	99.8%

Sample

1st row	#waywire
2nd row	'Rock' Your Paper
3rd row	(In)Touch Network
4th row	-R- Ranch and Mine
5th row	004 Technologies

Common Values

Value	Count	Frequency (%)
Roost	3	< 0.1%
Spire	3	< 0.1%
Breeze	2	< 0.1%
Cue	2	< 0.1%
inMarket	2	< 0.1%
Hubbub	2	< 0.1%
Stitch	2	< 0.1%
trippiece	2	< 0.1%
Fastpoint Games	2	< 0.1%
Tiempo	2	< 0.1%
Other values (33104)	33125	99.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
technologies	800	1.5%
systems	498	1.0%
inc	498	1.0%
solutions	411	0.8%
media	397	0.8%
group	322	0.6%
medical	311	0.6%
software	303	0.6%
the	291	0.6%
networks	289	0.6%
Other values (31914)	47773	92.1%

Most occurring characters

Value	Count	Frequency (%)
e	37516	9.5%
o	27543	7.0%
i	26927	6.8%
a	26322	6.7%
n	21384	5.4%
t	21282	5.4%
r	21055	5.3%
	18745	4.8%
s	16743	4.3%
l	15567	4.0%
Other values (121)	160644	40.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	301332	76.5%
Uppercase Letter	68900	17.5%
Space Separator	18745	4.8%
Other Punctuation	2472	0.6%
Decimal Number	1463	0.4%
Dash Punctuation	384	0.1%
Open Punctuation	172	< 0.1%
Close Punctuation	172	< 0.1%
Math Symbol	31	< 0.1%
Control	29	< 0.1%
Other values (7)	28	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	37516	12.5%
o	27543	9.1%
i	26927	8.9%
a	26322	8.7%
n	21384	7.1%
t	21282	7.1%
r	21055	7.0%
s	16743	5.6%
l	15567	5.2%
c	13310	4.4%
Other values (33)	73683	24.5%

Uppercase Letter

Value	Count	Frequency (%)
S	7822	11.4%
C	5560	8.1%
T	5157	7.5%
M	4706	6.8%
A	4402	6.4%
P	4215	6.1%
I	3541	5.1%
B	3286	4.8%
L	2911	4.2%
E	2863	4.2%
Other values (21)	24437	35.5%

Other Punctuation

Value	Count	Frequency (%)
.	1740	70.4%
,	331	13.4%
&	167	6.8%
'	93	3.8%
!	46	1.9%
?	33	1.3%
/	32	1.3%
:	12	0.5%
@	8	0.3%
*	5	0.2%
Other values (4)	5	0.2%

Decimal Number

Value	Count	Frequency (%)
2	294	20.1%
3	214	14.6%
1	210	14.4%
0	187	12.8%
4	155	10.6%
6	96	6.6%
5	93	6.4%
8	81	5.5%
9	74	5.1%
7	59	4.0%

Control

Value	Count	Frequency (%)
	10	34.5%
	10	34.5%
	2	6.9%
	2	6.9%
	1	3.4%
	1	3.4%
	1	3.4%
	1	3.4%
	1	3.4%

Math Symbol

Value	Count	Frequency (%)
+	16	51.6%
\|	13	41.9%
±	1	3.2%
~	1	3.2%

Other Number

Value	Count	Frequency (%)
²	4	57.1%
¾	1	14.3%
½	1	14.3%
¼	1	14.3%

Open Punctuation

Value	Count	Frequency (%)
(	168	97.7%
[	3	1.7%
{	1	0.6%

Close Punctuation

Value	Count	Frequency (%)
)	168	97.7%
]	3	1.7%
}	1	0.6%

Other Symbol

Value	Count	Frequency (%)
©	5	38.5%
®	5	38.5%
°	3	23.1%

Space Separator

Value	Count	Frequency (%)
	18745	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	384	100.0%

Format

Value	Count	Frequency (%)
	1	100.0%

Modifier Symbol

Value	Count	Frequency (%)
^	1	100.0%

Currency Symbol

Value	Count	Frequency (%)
¢	3	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	2	100.0%

Other Letter

Value	Count	Frequency (%)
º	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	370232	94.0%
Common	23496	6.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	37516	10.1%
o	27543	7.4%
i	26927	7.3%
a	26322	7.1%
n	21384	5.8%
t	21282	5.7%
r	21055	5.7%
s	16743	4.5%
l	15567	4.2%
c	13310	3.6%
Other values (64)	142583	38.5%

Common

Value	Count	Frequency (%)
	18745	79.8%
.	1740	7.4%
-	384	1.6%
,	331	1.4%
2	294	1.3%
3	214	0.9%
1	210	0.9%
0	187	0.8%
(	168	0.7%
)	168	0.7%
Other values (47)	1055	4.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	393600	> 99.9%
Latin 1 Sup	128	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	37516	9.5%
o	27543	7.0%
i	26927	6.8%
a	26322	6.7%
n	21384	5.4%
t	21282	5.4%
r	21055	5.3%
	18745	4.8%
s	16743	4.3%
l	15567	4.0%
Other values (78)	160516	40.8%

Latin 1 Sup

Value	Count	Frequency (%)
é	17	13.3%
	10	7.8%
	10	7.8%
Ã	7	5.5%
á	6	4.7%
ó	5	3.9%
ö	5	3.9%
©	5	3.9%
®	5	3.9%
â	4	3.1%
Other values (33)	54	42.2%

market
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	720
Distinct (%)	2.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	87.78634567

Minimum	0
Maximum	719
Zeros	271
Zeros (%)	0.8%
Negative	0
Negative (%)	0.0%
Memory size	259.1 KiB

Quantile statistics

Minimum	0
5-th percentile	4
Q1	14
median	33
Q3	103
95-th percentile	380.7
Maximum	719
Range	719
Interquartile range (IQR)	89

Descriptive statistics

Standard deviation	125.0020075
Coefficient of variation (CV)	1.423934514
Kurtosis	5.084460271
Mean	87.78634567
Median Absolute Deviation (MAD)	29
Skewness	2.257136586
Sum	2909854
Variance	15625.50187
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4	3524	10.6%
17	2361	7.1%
20	1425	4.3%
5	1262	3.8%
10	1163	3.5%
36	997	3.0%
87	819	2.5%
26	814	2.5%
24	803	2.4%
62	770	2.3%
Other values (710)	19209	58.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	271	0.8%
1	56	0.2%
2	27	0.1%
3	14	< 0.1%
4	3524	10.6%
5	1262	3.8%
6	621	1.9%
7	319	1.0%
8	600	1.8%
9	212	0.6%

Value	Count	Frequency (%)
719	1	< 0.1%
718	1	< 0.1%
717	1	< 0.1%
716	1	< 0.1%
715	1	< 0.1%
714	1	< 0.1%
713	1	< 0.1%
712	1	< 0.1%
711	1	< 0.1%
710	1	< 0.1%

status
Categorical

HIGH CORRELATION

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	259.1 KiB

1	28667
0	2763
2	1717

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	33147
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	28667	86.5%
0	2763	8.3%
2	1717	5.2%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
1	28667	86.5%
0	2763	8.3%
2	1717	5.2%

Most occurring characters

Value	Count	Frequency (%)
1	28667	86.5%
0	2763	8.3%
2	1717	5.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	33147	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	28667	86.5%
0	2763	8.3%
2	1717	5.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	33147	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	28667	86.5%
0	2763	8.3%
2	1717	5.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	33147	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	28667	86.5%
0	2763	8.3%
2	1717	5.2%

funding_rounds
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION

Distinct	17
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.869399946

Minimum	1
Maximum	18
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	259.1 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	2
95-th percentile	5
Maximum	18
Range	17
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.433280888
Coefficient of variation (CV)	0.7667063922
Kurtosis	9.574585632
Mean	1.869399946
Median Absolute Deviation (MAD)	0
Skewness	2.575518933
Sum	61965
Variance	2.054294104
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
1	19214	58.0%
2	6946	21.0%
3	3324	10.0%
4	1725	5.2%
5	890	2.7%
6	512	1.5%
7	226	0.7%
8	133	0.4%
9	75	0.2%
10	41	0.1%
Other values (7)	61	0.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	19214	58.0%
2	6946	21.0%
3	3324	10.0%
4	1725	5.2%
5	890	2.7%
6	512	1.5%
7	226	0.7%
8	133	0.4%
9	75	0.2%
10	41	0.1%

Value	Count	Frequency (%)
18	1	< 0.1%
16	1	< 0.1%
15	4	< 0.1%
14	3	< 0.1%
13	7	< 0.1%
12	12	< 0.1%
11	33	0.1%
10	41	0.1%
9	75	0.2%
8	133	0.4%

seed
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
SKEWED
ZEROS

Distinct	2596
Distinct (%)	7.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	259134.8011

Minimum	0
Maximum	100000000
Zeros	23172
Zeros (%)	69.9%
Negative	0
Negative (%)	0.0%
Memory size	259.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	50000
95-th percentile	1600000
Maximum	100000000
Range	100000000
Interquartile range (IQR)	50000

Descriptive statistics

Standard deviation	997840.1687
Coefficient of variation (CV)	3.8506606
Kurtosis	3552.393534
Mean	259134.8011
Median Absolute Deviation (MAD)	0
Skewness	41.15012631
Sum	8589541253
Variance	9.956850023 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	23172	69.9%
1000000	447	1.3%
500000	395	1.2%
100000	373	1.1%
40000	364	1.1%
2000000	253	0.8%
250000	252	0.8%
50000	251	0.8%
1500000	219	0.7%
200000	207	0.6%
Other values (2586)	7214	21.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	23172	69.9%
60	1	< 0.1%
1000	17	0.1%
1333	1	< 0.1%
1500	1	< 0.1%
1506	1	< 0.1%
2000	5	< 0.1%
2414	1	< 0.1%
2454	1	< 0.1%
2500	3	< 0.1%

Value	Count	Frequency (%)
100000000	1	< 0.1%
64000000	1	< 0.1%
25000000	1	< 0.1%
24833177	1	< 0.1%
21000000	1	< 0.1%
15000000	1	< 0.1%
14081347	1	< 0.1%
11500000	2	< 0.1%
10479384	1	< 0.1%
10120000	1	< 0.1%

venture
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
SKEWED
ZEROS

Distinct	6921
Distinct (%)	20.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9044224.184

Minimum	0
Maximum	2351000000
Zeros	16673
Zeros (%)	50.3%
Negative	0
Negative (%)	0.0%
Memory size	259.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	6133073
95-th percentile	44385780
Maximum	2351000000
Range	2351000000
Interquartile range (IQR)	6133073

Descriptive statistics

Standard deviation	33060345.06
Coefficient of variation (CV)	3.655409727
Kurtosis	1087.450603
Mean	9044224.184
Median Absolute Deviation (MAD)	0
Skewness	22.85301651
Sum	2.99788899 × 10¹¹
Variance	1.092986415 × 10¹⁵
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	16673	50.3%
5000000	333	1.0%
10000000	327	1.0%
2000000	290	0.9%
1000000	270	0.8%
3000000	253	0.8%
4000000	228	0.7%
6000000	211	0.6%
15000000	171	0.5%
1500000	165	0.5%
Other values (6911)	14226	42.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	16673	50.3%
291	1	< 0.1%
715	1	< 0.1%
1265	1	< 0.1%
1305	1	< 0.1%
1500	2	< 0.1%
1552	1	< 0.1%
2000	2	< 0.1%
2250	1	< 0.1%
2500	1	< 0.1%

Value	Count	Frequency (%)
2351000000	1	< 0.1%
1506000000	1	< 0.1%
1201000000	1	< 0.1%
1136000000	1	< 0.1%
866550786	1	< 0.1%
818225039	1	< 0.1%
794200000	1	< 0.1%
775000000	1	< 0.1%
762000000	1	< 0.1%
760166511	1	< 0.1%

equity_crowdfunding
Real number (ℝ_≥0)

HIGH CORRELATION
SKEWED
ZEROS

Distinct	202
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6463.938939

Minimum	0
Maximum	17000000
Zeros	32718
Zeros (%)	98.7%
Negative	0
Negative (%)	0.0%
Memory size	259.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	17000000
Range	17000000
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	180253.2074
Coefficient of variation (CV)	27.88597001
Kurtosis	4759.765502
Mean	6463.938939
Median Absolute Deviation (MAD)	0
Skewness	60.98627495
Sum	214260184
Variance	3.249121877 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	32718	98.7%
100000	20	0.1%
50000	18	0.1%
1000	13	< 0.1%
10000	12	< 0.1%
20000	12	< 0.1%
30000	11	< 0.1%
5000	11	< 0.1%
500000	10	< 0.1%
200000	9	< 0.1%
Other values (192)	313	0.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	32718	98.7%
50	1	< 0.1%
80	1	< 0.1%
100	5	< 0.1%
300	1	< 0.1%
317	1	< 0.1%
400	1	< 0.1%
500	1	< 0.1%
540	1	< 0.1%
600	1	< 0.1%

Value	Count	Frequency (%)
17000000	1	< 0.1%
15808674	1	< 0.1%
10020000	1	< 0.1%
7000000	1	< 0.1%
6889180	1	< 0.1%
6000000	2	< 0.1%
5500000	1	< 0.1%
5000000	1	< 0.1%
4925000	1	< 0.1%
4182382	1	< 0.1%

undisclosed
Real number (ℝ_≥0)

HIGH CORRELATION
SKEWED
ZEROS

Distinct	376
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	90440.79449

Minimum	0
Maximum	250800000
Zeros	32643
Zeros (%)	98.5%
Negative	0
Negative (%)	0.0%
Memory size	259.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	250800000
Range	250800000
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	2171312.858
Coefficient of variation (CV)	24.00811348
Kurtosis	5931.492375
Mean	90440.79449
Median Absolute Deviation (MAD)	0
Skewness	63.09075926
Sum	2997841015
Variance	4.714599525 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	32643	98.5%
1000000	12	< 0.1%
100000	12	< 0.1%
500000	11	< 0.1%
250000	10	< 0.1%
2000000	10	< 0.1%
200000	8	< 0.1%
300000	7	< 0.1%
265064	6	< 0.1%
270862	6	< 0.1%
Other values (366)	422	1.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	32643	98.5%
344	1	< 0.1%
2500	1	< 0.1%
4500	1	< 0.1%
5000	1	< 0.1%
11566	1	< 0.1%
15000	2	< 0.1%
16042	1	< 0.1%
18000	1	< 0.1%
19900	1	< 0.1%

Value	Count	Frequency (%)
250800000	1	< 0.1%
100000000	1	< 0.1%
91000000	1	< 0.1%
90000000	1	< 0.1%
87339770	1	< 0.1%
69337442	1	< 0.1%
65000000	2	< 0.1%
60000000	1	< 0.1%
57000000	1	< 0.1%
54901206	1	< 0.1%

convertible_note
Real number (ℝ_≥0)

HIGH CORRELATION
SKEWED
ZEROS

Distinct	248
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	26872.93689

Minimum	0
Maximum	300000000
Zeros	32707
Zeros (%)	98.7%
Negative	0
Negative (%)	0.0%
Memory size	259.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	300000000
Range	300000000
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1688646.036
Coefficient of variation (CV)	62.83816479
Kurtosis	30055.8765
Mean	26872.93689
Median Absolute Deviation (MAD)	0
Skewness	169.7140714
Sum	890757239
Variance	2.851525436 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	32707	98.7%
100000	16	< 0.1%
500000	14	< 0.1%
50000	13	< 0.1%
1000000	13	< 0.1%
150000	12	< 0.1%
1500000	11	< 0.1%
200000	10	< 0.1%
250000	10	< 0.1%
2000000	8	< 0.1%
Other values (238)	333	1.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	32707	98.7%
30	1	< 0.1%
100	1	< 0.1%
500	2	< 0.1%
1000	2	< 0.1%
2000	2	< 0.1%
5000	3	< 0.1%
5200	1	< 0.1%
6000	2	< 0.1%
10000	3	< 0.1%

Value	Count	Frequency (%)
300000000	1	< 0.1%
38979412	1	< 0.1%
20000000	1	< 0.1%
18472424	1	< 0.1%
16251091	1	< 0.1%
14025045	1	< 0.1%
13738976	1	< 0.1%
13520145	1	< 0.1%
10000000	1	< 0.1%
9722866	1	< 0.1%

debt_financing
Real number (ℝ_≥0)

HIGH CORRELATION
SKEWED
ZEROS

Distinct	1465
Distinct (%)	4.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2197997.307

Minimum	0
Maximum	3.0079503 × 10¹⁰
Zeros	29971
Zeros (%)	90.4%
Negative	0
Negative (%)	0.0%
Memory size	259.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1250000
Maximum	3.0079503 × 10¹⁰
Range	3.0079503 × 10¹⁰
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	167186383.8
Coefficient of variation (CV)	76.06305215
Kurtosis	31607.64091
Mean	2197997.307
Median Absolute Deviation (MAD)	0
Skewness	175.879695
Sum	7.285701673 × 10¹⁰
Variance	2.795128692 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	29971	90.4%
1000000	83	0.3%
500000	80	0.2%
3000000	72	0.2%
2000000	71	0.2%
100000	69	0.2%
5000000	58	0.2%
200000	49	0.1%
1500000	47	0.1%
250000	45	0.1%
Other values (1455)	2602	7.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	29971	90.4%
100	1	< 0.1%
400	1	< 0.1%
500	1	< 0.1%
1500	1	< 0.1%
2000	1	< 0.1%
2500	3	< 0.1%
4000	1	< 0.1%
5000	8	< 0.1%
6000	1	< 0.1%

Value	Count	Frequency (%)
3.0079503 × 10¹⁰	1	< 0.1%
2400000000	1	< 0.1%
2250000000	1	< 0.1%
1200000000	1	< 0.1%
770000000	1	< 0.1%
750000000	2	< 0.1%
743000000	1	< 0.1%
725000000	1	< 0.1%
721644319	1	< 0.1%
670000000	1	< 0.1%

angel
Real number (ℝ_≥0)

HIGH CORRELATION
SKEWED
ZEROS

Distinct	817
Distinct (%)	2.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	74167.26132

Minimum	0
Maximum	30254390
Zeros	30654
Zeros (%)	92.5%
Negative	0
Negative (%)	0.0%
Memory size	259.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	300000
Maximum	30254390
Range	30254390
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	558189.3333
Coefficient of variation (CV)	7.526087972
Kurtosis	871.3266251
Mean	74167.26132
Median Absolute Deviation (MAD)	0
Skewness	23.44258673
Sum	2458422211
Variance	3.115753319 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	30654	92.5%
500000	154	0.5%
1000000	154	0.5%
250000	97	0.3%
100000	94	0.3%
200000	78	0.2%
300000	73	0.2%
1500000	72	0.2%
2000000	63	0.2%
400000	59	0.2%
Other values (807)	1649	5.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	30654	92.5%
120	1	< 0.1%
439	1	< 0.1%
1000	1	< 0.1%
1200	1	< 0.1%
1350	1	< 0.1%
1500	1	< 0.1%
4000	1	< 0.1%
4700	1	< 0.1%
5000	4	< 0.1%

Value	Count	Frequency (%)
30254390	1	< 0.1%
30000000	1	< 0.1%
20708316	1	< 0.1%
20000000	3	< 0.1%
18000000	1	< 0.1%
16837481	1	< 0.1%
15000000	2	< 0.1%
12804097	1	< 0.1%
12500000	1	< 0.1%
12000000	1	< 0.1%

grant
Real number (ℝ_≥0)

HIGH CORRELATION
SKEWED
ZEROS

Distinct	397
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	145422.782

Minimum	0
Maximum	477475356
Zeros	32413
Zeros (%)	97.8%
Negative	0
Negative (%)	0.0%
Memory size	259.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	477475356
Range	477475356
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	4965137.864
Coefficient of variation (CV)	34.14277871
Kurtosis	5667.760593
Mean	145422.782
Median Absolute Deviation (MAD)	0
Skewness	69.77439829
Sum	4820328954
Variance	2.465259401 × 10¹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	32413	97.8%
100000	23	0.1%
150000	21	0.1%
40000	19	0.1%
1000000	19	0.1%
25000	19	0.1%
500000	19	0.1%
50000	17	0.1%
3000000	16	< 0.1%
250000	14	< 0.1%
Other values (387)	567	1.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	32413	97.8%
300	1	< 0.1%
1003	1	< 0.1%
2000	1	< 0.1%
3000	2	< 0.1%
4000	1	< 0.1%
5000	3	< 0.1%
6500	1	< 0.1%
7036	1	< 0.1%
8000	1	< 0.1%

Value	Count	Frequency (%)
477475356	1	< 0.1%
412000000	1	< 0.1%
400000000	1	< 0.1%
251860000	1	< 0.1%
206000000	1	< 0.1%
191000000	1	< 0.1%
132500000	1	< 0.1%
99800000	1	< 0.1%
98038920	1	< 0.1%
90000000	2	< 0.1%

private_equity
Real number (ℝ_≥0)

HIGH CORRELATION
SKEWED
ZEROS

Distinct	675
Distinct (%)	2.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2344468.343

Minimum	0
Maximum	3500000000
Zeros	32135
Zeros (%)	96.9%
Negative	0
Negative (%)	0.0%
Memory size	259.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	3500000000
Range	3500000000
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	36374414.6
Coefficient of variation (CV)	15.51499499
Kurtosis	3716.049333
Mean	2344468.343
Median Absolute Deviation (MAD)	0
Skewness	49.38797699
Sum	7.771209216 × 10¹⁰
Variance	1.323098037 × 10¹⁵
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	32135	96.9%
100000000	25	0.1%
5000000	24	0.1%
10000000	15	< 0.1%
20000000	12	< 0.1%
60000000	11	< 0.1%
4000000	11	< 0.1%
25000000	11	< 0.1%
2000000	10	< 0.1%
15000000	10	< 0.1%
Other values (665)	883	2.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	32135	96.9%
1660	1	< 0.1%
2000	1	< 0.1%
3064	1	< 0.1%
6000	1	< 0.1%
8000	1	< 0.1%
10000	1	< 0.1%
13000	1	< 0.1%
14168	1	< 0.1%
15000	1	< 0.1%

Value	Count	Frequency (%)
3500000000	1	< 0.1%
2600000000	1	< 0.1%
1710000000	1	< 0.1%
1498515340	1	< 0.1%
1107000000	1	< 0.1%
1050000000	1	< 0.1%
980000000	1	< 0.1%
771000000	1	< 0.1%
727000000	1	< 0.1%
720040000	1	< 0.1%

post_ipo_equity
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
SKEWED
ZEROS

Distinct	138
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	607249.9052

Minimum	0
Maximum	4700000000
Zeros	32982
Zeros (%)	99.5%
Negative	0
Negative (%)	0.0%
Memory size	259.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	4700000000
Range	4700000000
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	30053778.04
Coefficient of variation (CV)	49.49161422
Kurtosis	18276.52816
Mean	607249.9052
Median Absolute Deviation (MAD)	0
Skewness	122.7492992
Sum	2.012851261 × 10¹⁰
Variance	9.032295747 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	32982	99.5%
10000000	5	< 0.1%
20000000	5	< 0.1%
12000000	4	< 0.1%
30000000	3	< 0.1%
100000000	3	< 0.1%
15000000	3	< 0.1%
1300000	2	< 0.1%
7000000	2	< 0.1%
17000000	2	< 0.1%
Other values (128)	136	0.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	32982	99.5%
119238	1	< 0.1%
150000	1	< 0.1%
300000	1	< 0.1%
353500	1	< 0.1%
375000	1	< 0.1%
630000	1	< 0.1%
800000	1	< 0.1%
1000000	2	< 0.1%
1100000	1	< 0.1%

Value	Count	Frequency (%)
4700000000	1	< 0.1%
1200000000	1	< 0.1%
1100000000	1	< 0.1%
1000000000	2	< 0.1%
739265776	1	< 0.1%
736000000	1	< 0.1%
645496464	1	< 0.1%
486000000	1	< 0.1%
478000000	1	< 0.1%
427700000	1	< 0.1%

post_ipo_debt
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
SKEWED
ZEROS

Distinct	34
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	243544.3775

Minimum	0
Maximum	2000000000
Zeros	33104
Zeros (%)	99.9%
Negative	0
Negative (%)	0.0%
Memory size	259.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	2000000000
Range	2000000000
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	16774235.44
Coefficient of variation (CV)	68.8754781
Kurtosis	11394.27075
Mean	243544.3775
Median Absolute Deviation (MAD)	0
Skewness	102.1669249
Sum	8072765480
Variance	2.813749745 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=34)

Value	Count	Frequency (%)
0	33104	99.9%
5000000	3	< 0.1%
10000000	3	< 0.1%
35000000	2	< 0.1%
50000000	2	< 0.1%
25000000	2	< 0.1%
30000000	2	< 0.1%
150000000	2	< 0.1%
20000000	2	< 0.1%
239000000	1	< 0.1%
Other values (24)	24	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	33104	99.9%
90750	1	< 0.1%
590000	1	< 0.1%
800000	1	< 0.1%
1100000	1	< 0.1%
1500000	1	< 0.1%
2000000	1	< 0.1%
5000000	3	< 0.1%
7500000	1	< 0.1%
10000000	3	< 0.1%

Value	Count	Frequency (%)
2000000000	1	< 0.1%
1900000000	1	< 0.1%
920000000	1	< 0.1%
600000000	1	< 0.1%
390000000	1	< 0.1%
300000000	1	< 0.1%
239000000	1	< 0.1%
222300000	1	< 0.1%
210384730	1	< 0.1%
175000000	1	< 0.1%

secondary_market
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
SKEWED
ZEROS

Distinct	16
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	34282.80028

Minimum	0
Maximum	400000000
Zeros	33132
Zeros (%)	> 99.9%
Negative	0
Negative (%)	0.0%
Memory size	259.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	400000000
Range	400000000
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	2848075.518
Coefficient of variation (CV)	83.07593004
Kurtosis	13489.62106
Mean	34282.80028
Median Absolute Deviation (MAD)	0
Skewness	109.3906662
Sum	1136371981
Variance	8.111534156 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
0	33132	> 99.9%
7343789	1	< 0.1%
210000000	1	< 0.1%
126700000	1	< 0.1%
6192396	1	< 0.1%
63750000	1	< 0.1%
156929	1	< 0.1%
60000000	1	< 0.1%
200000000	1	< 0.1%
12500000	1	< 0.1%
Other values (6)	6	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	33132	> 99.9%
156929	1	< 0.1%
210000	1	< 0.1%
2500000	1	< 0.1%
6192396	1	< 0.1%
7343789	1	< 0.1%
7718867	1	< 0.1%
12500000	1	< 0.1%
19300000	1	< 0.1%
20000000	1	< 0.1%

Value	Count	Frequency (%)
400000000	1	< 0.1%
210000000	1	< 0.1%
200000000	1	< 0.1%
126700000	1	< 0.1%
63750000	1	< 0.1%
60000000	1	< 0.1%
20000000	1	< 0.1%
19300000	1	< 0.1%
12500000	1	< 0.1%
7718867	1	< 0.1%

product_crowdfunding
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
SKEWED
ZEROS

Distinct	126
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8621.171237

Minimum	0
Maximum	72000000
Zeros	32999
Zeros (%)	99.6%
Negative	0
Negative (%)	0.0%
Memory size	259.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	72000000
Range	72000000
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	513363.5954
Coefficient of variation (CV)	59.54685057
Kurtosis	14880.70206
Mean	8621.171237
Median Absolute Deviation (MAD)	0
Skewness	116.33056
Sum	285765963
Variance	2.635421811 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	32999	99.6%
500000	4	< 0.1%
100000	4	< 0.1%
10000	4	< 0.1%
1000000	4	< 0.1%
25000	2	< 0.1%
378812	2	< 0.1%
1672580	2	< 0.1%
1515251	2	< 0.1%
150000	2	< 0.1%
Other values (116)	122	0.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	32999	99.6%
1000	1	< 0.1%
10000	4	< 0.1%
12000	1	< 0.1%
15388	1	< 0.1%
16000	1	< 0.1%
20446	1	< 0.1%
25000	2	< 0.1%
30000	1	< 0.1%
34033	1	< 0.1%

Value	Count	Frequency (%)
72000000	1	< 0.1%
52000000	1	< 0.1%
14600000	1	< 0.1%
11008376	1	< 0.1%
10300000	1	< 0.1%
10000000	1	< 0.1%
8600000	1	< 0.1%
6225354	1	< 0.1%
5500000	1	< 0.1%
4545754	2	< 0.1%

round_A
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	1504
Distinct (%)	4.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1436409.012

Minimum	0
Maximum	225000000
Zeros	26195
Zeros (%)	79.0%
Negative	0
Negative (%)	0.0%
Memory size	259.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	8000000
Maximum	225000000
Range	225000000
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	5550443.408
Coefficient of variation (CV)	3.864110683
Kurtosis	371.3555593
Mean	1436409.012
Median Absolute Deviation (MAD)	0
Skewness	14.17591341
Sum	4.761264952 × 10¹⁰
Variance	3.080742203 × 10¹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	26195	79.0%
5000000	413	1.2%
2000000	296	0.9%
3000000	294	0.9%
4000000	260	0.8%
6000000	251	0.8%
10000000	235	0.7%
1000000	215	0.6%
1500000	177	0.5%
7000000	167	0.5%
Other values (1494)	4644	14.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	26195	79.0%
4	1	< 0.1%
291	1	< 0.1%
715	1	< 0.1%
1700	1	< 0.1%
2000	1	< 0.1%
6500	1	< 0.1%
7000	1	< 0.1%
12989	1	< 0.1%
14542	1	< 0.1%

Value	Count	Frequency (%)
225000000	2	< 0.1%
200000000	1	< 0.1%
176000000	1	< 0.1%
170604000	1	< 0.1%
165000000	1	< 0.1%
150000000	1	< 0.1%
130000000	1	< 0.1%
110000000	1	< 0.1%
108000000	1	< 0.1%
104000000	1	< 0.1%

round_B
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	1031
Distinct (%)	3.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1860555.944

Minimum	0
Maximum	542000000
Zeros	28688
Zeros (%)	86.5%
Negative	0
Negative (%)	0.0%
Memory size	259.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	12000000
Maximum	542000000
Range	542000000
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	8545641.72
Coefficient of variation (CV)	4.593058193
Kurtosis	800.245533
Mean	1860555.944
Median Absolute Deviation (MAD)	0
Skewness	19.56464728
Sum	6.167184787 × 10¹⁰
Variance	7.302799241 × 10¹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	28688	86.5%
10000000	325	1.0%
15000000	177	0.5%
8000000	176	0.5%
5000000	153	0.5%
12000000	145	0.4%
20000000	140	0.4%
6000000	134	0.4%
7000000	120	0.4%
4000000	96	0.3%
Other values (1021)	2993	9.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	28688	86.5%
1000	1	< 0.1%
2000	1	< 0.1%
2666	1	< 0.1%
4000	1	< 0.1%
29983	1	< 0.1%
50000	2	< 0.1%
88888	1	< 0.1%
100000	3	< 0.1%
158579	1	< 0.1%

Value	Count	Frequency (%)
542000000	1	< 0.1%
355187000	1	< 0.1%
350000000	1	< 0.1%
320000000	1	< 0.1%
250000000	1	< 0.1%
200000000	1	< 0.1%
185000000	1	< 0.1%
165000000	1	< 0.1%
160000000	1	< 0.1%
157000000	1	< 0.1%

round_C
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	618
Distinct (%)	1.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1574122.651

Minimum	0
Maximum	490000000
Zeros	30727
Zeros (%)	92.7%
Negative	0
Negative (%)	0.0%
Memory size	259.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	10000000
Maximum	490000000
Range	490000000
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	9299864.428
Coefficient of variation (CV)	5.907966844
Kurtosis	553.4517167
Mean	1574122.651
Median Absolute Deviation (MAD)	0
Skewness	17.24578542
Sum	5.21774435 × 10¹⁰
Variance	8.648747838 × 10¹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	30727	92.7%
10000000	143	0.4%
15000000	138	0.4%
20000000	115	0.3%
25000000	89	0.3%
12000000	73	0.2%
30000000	69	0.2%
5000000	57	0.2%
7000000	46	0.1%
8000000	46	0.1%
Other values (608)	1644	5.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	30727	92.7%
2000	1	< 0.1%
76265	1	< 0.1%
100000	1	< 0.1%
150000	1	< 0.1%
199999	1	< 0.1%
200000	1	< 0.1%
272745	1	< 0.1%
300000	1	< 0.1%
303757	1	< 0.1%

Value	Count	Frequency (%)
490000000	1	< 0.1%
375000000	1	< 0.1%
350000000	2	< 0.1%
300000000	1	< 0.1%
258000000	1	< 0.1%
216000000	1	< 0.1%
200000000	3	< 0.1%
198730677	1	< 0.1%
194000000	1	< 0.1%
160000000	2	< 0.1%

round_D
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
SKEWED
ZEROS

Distinct	398
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1010365.573

Minimum	0
Maximum	1200000000
Zeros	32024
Zeros (%)	96.6%
Negative	0
Negative (%)	0.0%
Memory size	259.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1200000000
Range	1200000000
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	11800671.52
Coefficient of variation (CV)	11.67960571
Kurtosis	4667.165367
Mean	1010365.573
Median Absolute Deviation (MAD)	0
Skewness	54.86374714
Sum	3.349058766 × 10¹⁰
Variance	1.392558482 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	32024	96.6%
20000000	60	0.2%
10000000	58	0.2%
15000000	55	0.2%
25000000	40	0.1%
12000000	39	0.1%
50000000	32	0.1%
30000000	30	0.1%
40000000	24	0.1%
8000000	20	0.1%
Other values (388)	765	2.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	32024	96.6%
5000	1	< 0.1%
85000	1	< 0.1%
100000	1	< 0.1%
124233	1	< 0.1%
150000	1	< 0.1%
269228	1	< 0.1%
400000	1	< 0.1%
500000	1	< 0.1%
1000000	2	< 0.1%

Value	Count	Frequency (%)
1200000000	1	< 0.1%
950000000	1	< 0.1%
475000000	1	< 0.1%
420000000	1	< 0.1%
300000000	1	< 0.1%
280000000	1	< 0.1%
250000000	2	< 0.1%
220000000	1	< 0.1%
210000000	1	< 0.1%
200000000	3	< 0.1%

round_E
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
SKEWED
ZEROS

Distinct	206
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	471264.8938

Minimum	0
Maximum	400000000
Zeros	32686
Zeros (%)	98.6%
Negative	0
Negative (%)	0.0%
Memory size	259.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	400000000
Range	400000000
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	6445724.534
Coefficient of variation (CV)	13.67749777
Kurtosis	1167.502976
Mean	471264.8938
Median Absolute Deviation (MAD)	0
Skewness	28.35215798
Sum	1.562101743 × 10¹⁰
Variance	4.154736477 × 10¹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	32686	98.6%
20000000	23	0.1%
25000000	19	0.1%
10000000	17	0.1%
30000000	17	0.1%
40000000	14	< 0.1%
15000000	14	< 0.1%
50000000	13	< 0.1%
8000000	11	< 0.1%
12000000	10	< 0.1%
Other values (196)	323	1.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	32686	98.6%
327054	1	< 0.1%
487500	1	< 0.1%
539999	1	< 0.1%
980000	1	< 0.1%
1200000	1	< 0.1%
1867973	1	< 0.1%
2000000	2	< 0.1%
2081772	1	< 0.1%
2400000	1	< 0.1%

Value	Count	Frequency (%)
400000000	1	< 0.1%
360000000	1	< 0.1%
250000000	2	< 0.1%
227000000	1	< 0.1%
225000000	1	< 0.1%
220000000	1	< 0.1%
200000000	1	< 0.1%
175445382	1	< 0.1%
170000000	1	< 0.1%
167700000	1	< 0.1%

round_F
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
SKEWED
ZEROS

Distinct	101
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	242787.3802

Minimum	0
Maximum	1060000000
Zeros	32991
Zeros (%)	99.5%
Negative	0
Negative (%)	0.0%
Memory size	259.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1060000000
Range	1060000000
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	7642606.186
Coefficient of variation (CV)	31.47859737
Kurtosis	11423.50336
Mean	242787.3802
Median Absolute Deviation (MAD)	0
Skewness	90.23753602
Sum	8047673291
Variance	5.840942932 × 10¹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	32991	99.5%
20000000	10	< 0.1%
50000000	8	< 0.1%
40000000	7	< 0.1%
15000000	5	< 0.1%
25000000	5	< 0.1%
10000000	4	< 0.1%
35000000	4	< 0.1%
200000000	3	< 0.1%
7000000	3	< 0.1%
Other values (91)	107	0.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	32991	99.5%
271500	1	< 0.1%
658362	1	< 0.1%
800000	1	< 0.1%
1000000	1	< 0.1%
1160000	1	< 0.1%
1999999	1	< 0.1%
2000000	1	< 0.1%
2425101	1	< 0.1%
2680000	1	< 0.1%

Value	Count	Frequency (%)
1060000000	1	< 0.1%
286000000	1	< 0.1%
250000000	1	< 0.1%
249101159	1	< 0.1%
230000000	1	< 0.1%
225000000	1	< 0.1%
210000000	1	< 0.1%
200000000	3	< 0.1%
176000000	1	< 0.1%
150000000	2	< 0.1%

round_G
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
SKEWED
ZEROS

Distinct	30
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	83682.27788

Minimum	0
Maximum	1000000000
Zeros	33115
Zeros (%)	99.9%
Negative	0
Negative (%)	0.0%
Memory size	259.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1000000000
Range	1000000000
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	6401507.478
Coefficient of variation (CV)	76.49776799
Kurtosis	18709.33447
Mean	83682.27788
Median Absolute Deviation (MAD)	0
Skewness	128.2336611
Sum	2773816465
Variance	4.097929799 × 10¹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=30)

Value	Count	Frequency (%)
0	33115	99.9%
10000000	3	< 0.1%
25000000	2	< 0.1%
56000000	1	< 0.1%
100000000	1	< 0.1%
400000000	1	< 0.1%
99000000	1	< 0.1%
15000000	1	< 0.1%
6937919	1	< 0.1%
26000000	1	< 0.1%
Other values (20)	20	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	33115	99.9%
818427	1	< 0.1%
1700000	1	< 0.1%
3700000	1	< 0.1%
6800000	1	< 0.1%
6937919	1	< 0.1%
8199999	1	< 0.1%
10000000	3	< 0.1%
12500000	1	< 0.1%
15000000	1	< 0.1%

Value	Count	Frequency (%)
1000000000	1	< 0.1%
400000000	1	< 0.1%
350000000	1	< 0.1%
172000000	1	< 0.1%
100000000	1	< 0.1%
99000000	1	< 0.1%
69985435	1	< 0.1%
63000000	1	< 0.1%
60000000	1	< 0.1%
56000000	1	< 0.1%

round_H
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	259.1 KiB

0.0	33143
50000000.0	1
600000000.0	1
49000000.0	1
4600000.0	1

Length

Max length	11
Median length	3
Mean length	3.000844722
Min length	3

Characters and Unicode

Total characters	99469
Distinct characters	6
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	4 ?
Unique (%)	< 0.1%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	33143	> 99.9%
50000000.0	1	< 0.1%
600000000.0	1	< 0.1%
49000000.0	1	< 0.1%
4600000.0	1	< 0.1%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
0.0	33143	> 99.9%
50000000.0	1	< 0.1%
600000000.0	1	< 0.1%
49000000.0	1	< 0.1%
4600000.0	1	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
0	66316	66.7%
.	33147	33.3%
6	2	< 0.1%
4	2	< 0.1%
5	1	< 0.1%
9	1	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	66322	66.7%
Other Punctuation	33147	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	66316	> 99.9%
6	2	< 0.1%
4	2	< 0.1%
5	1	< 0.1%
9	1	< 0.1%

Other Punctuation

Value	Count	Frequency (%)
.	33147	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	99469	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	66316	66.7%
.	33147	33.3%
6	2	< 0.1%
4	2	< 0.1%
5	1	< 0.1%
9	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	99469	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	66316	66.7%
.	33147	33.3%
6	2	< 0.1%
4	2	< 0.1%
5	1	< 0.1%
9	1	< 0.1%

total_disclosed_venture_funding
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
SKEWED
ZEROS

Distinct	9666
Distinct (%)	29.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	16077940.63

Minimum	0
Maximum	4702140000
Zeros	7657
Zeros (%)	23.1%
Negative	0
Negative (%)	0.0%
Memory size	259.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	21189
median	1000000
Q3	10000000
95-th percentile	78000000
Maximum	4702140000
Range	4702140000
Interquartile range (IQR)	9978811

Descriptive statistics

Standard deviation	63483643.09
Coefficient of variation (CV)	3.948493438
Kurtosis	1275.806407
Mean	16077940.63
Median Absolute Deviation (MAD)	1000000
Skewness	25.33427115
Sum	5.329354982 × 10¹¹
Variance	4.03017294 × 10¹⁵
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	7657	23.1%
1000000	489	1.5%
500000	457	1.4%
100000	427	1.3%
2000000	395	1.2%
40000	363	1.1%
250000	307	0.9%
50000	281	0.8%
200000	260	0.8%
10000000	259	0.8%
Other values (9656)	22252	67.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	7657	23.1%
60	1	< 0.1%
582	1	< 0.1%
1000	15	< 0.1%
1200	1	< 0.1%
1265	1	< 0.1%
1305	1	< 0.1%
1350	1	< 0.1%
1500	4	< 0.1%
1506	1	< 0.1%

Value	Count	Frequency (%)
4702140000	1	< 0.1%
3013450000	1	< 0.1%
2402000000	1	< 0.1%
2256800000	1	< 0.1%
1726763786	1	< 0.1%
1626225039	1	< 0.1%
1589020000	1	< 0.1%
1550000000	1	< 0.1%
1524500000	1	< 0.1%
1520333022	1	< 0.1%

Cluster_NO_PCA
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	259.1 KiB

0	31694
3	1402
1	47
2	4

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	33147
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	31694	95.6%
3	1402	4.2%
1	47	0.1%
2	4	< 0.1%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
0	31694	95.6%
3	1402	4.2%
1	47	0.1%
2	4	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
0	31694	95.6%
3	1402	4.2%
1	47	0.1%
2	4	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	33147	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	31694	95.6%
3	1402	4.2%
1	47	0.1%
2	4	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	33147	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	31694	95.6%
3	1402	4.2%
1	47	0.1%
2	4	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	33147	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	31694	95.6%
3	1402	4.2%
1	47	0.1%
2	4	< 0.1%

kmean_NO_PCA
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	259.1 KiB

0	31694
3	1402
1	47
2	4

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	33147
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	31694	95.6%
3	1402	4.2%
1	47	0.1%
2	4	< 0.1%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
0	31694	95.6%
3	1402	4.2%
1	47	0.1%
2	4	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
0	31694	95.6%
3	1402	4.2%
1	47	0.1%
2	4	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	33147	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	31694	95.6%
3	1402	4.2%
1	47	0.1%
2	4	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	33147	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	31694	95.6%
3	1402	4.2%
1	47	0.1%
2	4	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	33147	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	31694	95.6%
3	1402	4.2%
1	47	0.1%
2	4	< 0.1%

ClusterWITH_PCA
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	259.1 KiB

1	31686
0	1410
2	47
3	4

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	33147
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	31686	95.6%
0	1410	4.3%
2	47	0.1%
3	4	< 0.1%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
1	31686	95.6%
0	1410	4.3%
2	47	0.1%
3	4	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
1	31686	95.6%
0	1410	4.3%
2	47	0.1%
3	4	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	33147	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	31686	95.6%
0	1410	4.3%
2	47	0.1%
3	4	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	33147	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	31686	95.6%
0	1410	4.3%
2	47	0.1%
3	4	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	33147	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	31686	95.6%
0	1410	4.3%
2	47	0.1%
3	4	< 0.1%

kmean_WITH_PCA
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	259.1 KiB

1	31686
0	1410
2	47
3	4

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	33147
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	31686	95.6%
0	1410	4.3%
2	47	0.1%
3	4	< 0.1%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
1	31686	95.6%
0	1410	4.3%
2	47	0.1%
3	4	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
1	31686	95.6%
0	1410	4.3%
2	47	0.1%
3	4	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	33147	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	31686	95.6%
0	1410	4.3%
2	47	0.1%
3	4	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	33147	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	31686	95.6%
0	1410	4.3%
2	47	0.1%
3	4	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	33147	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	31686	95.6%
0	1410	4.3%
2	47	0.1%
3	4	< 0.1%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows

	name	market	status	funding_rounds	seed	venture	equity_crowdfunding	convertible_note	round_A	total_disclosed_venture_funding	ClusterWITH_PCA	kmean_WITH_PCA
0	#waywire	0	0	1.0	1750000.0	0.0	0.0	0.0	0.0	1750000.0	1	1
1	'Rock' Your Paper	1	1	1.0	40000.0	0.0	0.0	0.0	0.0	40000.0	1	1
2	(In)Touch Network	2	1	1.0	1500000.0	0.0	0.0	0.0	0.0	1500000.0	1	1
3	-R- Ranch and Mine	3	1	2.0	0.0	0.0	60000.0	0.0	0.0	0.0	1	1
4	004 Technologies	4	1	1.0	0.0	0.0	0.0	0.0	0.0	0.0	1	1
5	1,2,3 Listo	5	1	1.0	40000.0	0.0	0.0	0.0	0.0	40000.0	1	1
6	1-800-DENTIST	6	1	1.0	0.0	0.0	0.0	0.0	0.0	0.0	1	1
7	1-800-DOCTORS	6	1	1.0	0.0	0.0	0.0	1750000.0	0.0	0.0	1	1
8	1.618 Technology	7	1	1.0	0.0	0.0	0.0	0.0	0.0	0.0	1	1
9	10 Minutes With	8	1	2.0	400000.0	4000000.0	0.0	0.0	4000000.0	8400000.0	1	1

Last rows

	name	market	status	funding_rounds	seed	venture	convertible_note	debt_financing	angel	grant	private_equity	round_A	round_B	round_C	total_disclosed_venture_funding	Cluster_NO_PCA	kmean_NO_PCA	ClusterWITH_PCA	kmean_WITH_PCA
33137	Zynerba Pharmaceuticals	21	1	1.0	0.0	13000000.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	1.300000e+07	0	0	1	1
33138	Zynga	89	1	9.0	0.0	866550786.0	0.0	0.0	0.0	0.0	0.0	15026000.0	355187000.0	490000000.0	1.726764e+09	1	1	2	2
33139	Zyngenia	17	1	1.0	0.0	25000000.0	0.0	0.0	0.0	0.0	0.0	25000000.0	0.0	0.0	5.000000e+07	0	0	1	1
33140	Zynstra	4	1	4.0	225000.0	12200000.0	0.0	0.0	2325000.0	0.0	0.0	3800000.0	8400000.0	0.0	2.695000e+07	0	0	1	1
33141	ZYOMYX	17	1	4.0	0.0	26775015.0	0.0	0.0	0.0	7500000.0	0.0	0.0	12000000.0	0.0	3.877502e+07	0	0	1	1
33142	Zyraz Technology	17	2	4.0	0.0	7991547.0	0.0	0.0	2007363.0	5400000.0	20967.0	7991547.0	0.0	0.0	1.799046e+07	0	0	1	1
33143	Zytoprotec	17	1	1.0	0.0	2686600.0	0.0	0.0	0.0	0.0	0.0	2686600.0	0.0	0.0	5.373200e+06	0	0	1	1
33144	Zzish	8	1	1.0	320000.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	3.200000e+05	0	0	1	1
33145	Zzzzapp Wireless ltd.	56	1	5.0	71525.0	0.0	25873.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	7.152500e+04	0	0	1	1
33146	[x+1]	36	1	4.0	0.0	28000000.0	0.0	17000000.0	0.0	0.0	0.0	16000000.0	10000000.0	0.0	5.400000e+07	0	0	1	1

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Other Punctuation

Decimal Number

Control

Math Symbol

Other Number

Open Punctuation

Close Punctuation

Other Symbol

Space Separator

Dash Punctuation

Format

Modifier Symbol

Currency Symbol

Connector Punctuation

Other Letter

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Latin 1 Sup

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts